TABLE 1.
Model | AP50 | APS | APM | APL | Epochs | FPS | MS/SS |
DETR 120e | 62.53 | 29.52 | 65.93 | 96.18 | 120 | 19.31 | SS |
DETR 200e | 71.21 | 39.12 | 74.89 | 97.62 | 200 | 19.31 | SS |
DETR 300e | 71.87 | 39.69 | 75.47 | 97.81 | 300 | 19.31 | SS |
DETR + FPN | OOM | – | – | – | – | – | SS |
UP-DETR | 76.08 | 44.13 | 81.77 | 98.03 | 300 | 16.21 | SS |
Deformable DETR | 80.53 | 58.92 | 82.55 | 98.76 | 120 | 17.86 | MS |
Conditional DETR | 84.29 | 65.35 | 83.73 | 99.10 | 120 | 16.60 | MS |
Ours | 85.18 | 68.71 | 83.66 | 99.34 | 120 | 8.73 | MS |
Bold values represent the best metric values achieved by our method and other comparison methods.